CN104170316A - Goal-oriented user matching among social networking environments - Google Patents

Goal-oriented user matching among social networking environments Download PDF

Info

Publication number
CN104170316A
CN104170316A CN201280066043.9A CN201280066043A CN104170316A CN 104170316 A CN104170316 A CN 104170316A CN 201280066043 A CN201280066043 A CN 201280066043A CN 104170316 A CN104170316 A CN 104170316A
Authority
CN
China
Prior art keywords
program command
user
group
stored
readable storage
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201280066043.9A
Other languages
Chinese (zh)
Other versions
CN104170316B (en
Inventor
P·A·库尔迪考特
E·拉内
B·J·麦克考尔梅克
M·Y·塞尔瓦格
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
International Business Machines Corp
Original Assignee
International Business Machines Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by International Business Machines Corp filed Critical International Business Machines Corp
Publication of CN104170316A publication Critical patent/CN104170316A/en
Application granted granted Critical
Publication of CN104170316B publication Critical patent/CN104170316B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/953Querying, e.g. by the use of web search engines
    • G06F16/9538Presentation of query results
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/953Querying, e.g. by the use of web search engines
    • G06F16/9535Search customisation based on user profiles and personalisation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/22Indexing; Data structures therefor; Storage structures
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/245Query processing
    • G06F16/2455Query execution
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/245Query processing
    • G06F16/2457Query processing with adaptation to user needs
    • G06F16/24578Query processing with adaptation to user needs using ranking
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/903Querying
    • G06F16/9038Presentation of query results
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/951Indexing; Web crawling techniques
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/10Office automation; Time management
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/01Social networking

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Strategic Management (AREA)
  • Human Resources & Organizations (AREA)
  • Computational Linguistics (AREA)
  • Tourism & Hospitality (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Economics (AREA)
  • Marketing (AREA)
  • General Business, Economics & Management (AREA)
  • Operations Research (AREA)
  • Quality & Reliability (AREA)
  • Computing Systems (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Primary Health Care (AREA)
  • Software Systems (AREA)
  • Information Transfer Between Computers (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

Embodiments of the present invention provide an approach for goal-based user matching among social networking environments. In a typical embodiment, a querying user is asked to respond to a series of questions related to goals, criteria, and criteria priorities (and, optionally, a desired "degree" of separation among other users). The querying user will submit his/her responses, which are then parsed and prioritized accordingly. Based on the responses, social networking sites are then searched to identify a set (e.g., at least one) of candidate users that are potential collaboration partners with the querying user. This set of candidate users may be arranged in a list and sorted according to a best match to the querying user's responses. The list can then be provided to the querying user. In addition, invites can be sent to the set of candidate users to invite such users to connect/collaborate with the querying user.

Description

Object-oriented user's coupling in social network environment
Technical field
Usually, the present invention relates to a kind of social networks user coupling.Especially, embodiments of the present invention relate to the object-oriented user's coupling in social network environment.
Background technology
Social networks software has been used as enterprise and/or interpersonal relationships main drive below more and more.The social structure that social networks is made up of the individuality (or tissue) that is called " node ", described node links together by the dependence (such as the relation of friendship, kinship, common interests, financial transaction, detest or knowledge) of one or more particular types.Social networks is analyzed (SNA) and is treated social relationships with the viewpoint of the network theory that comprises node and contact (also referred to as border, link or connection).Node is individual consumer, participant and/or the group in network, and contact is the relation between participant.The structure based on figure generating is conventionally very complicated.Between node, can there is multiple contact.Studies show that of some spheres of learning, social networks operates in the many aspects from family to State-level, and is determining the mode of dealing with problems, mode and the individuality of operation with which kind of degree are successfully realized in its target and being played a key effect.In its simplest form, social networks is the mapping of specific contact (such as friendship) between studied node.Thereby the individual node being connected to is exactly the social contact person of this individuality.Can also measure social capital (, the individual value obtaining from social networks) with network.These concepts are usually displayed in social network diagram, and wherein node table is shown a little, and contacts list is shown line.
Summary of the invention
Embodiments of the present invention provide a kind of method of mating for carry out the user of based target at social network environment.In typical environment, require inquiring user to respond a series of problems relevant to target, standard and standard priority (and alternatively, in response to desirable and other users separate " degree " (degree of separation)).Inquiring user can be submitted his/her response to, and priority correspondingly be resolved and be divided to his/her response then can.Then,, based on this response, it is one group of potential affiliate of inquiring user (for example, at least one) candidate user that search social network sites is identified.Can be according to the optimum Match of the response of inquiring user, this group candidate user being listed in list and classification.Then list can be provided to inquiring user.In addition, can organize candidate user to this and send invitation, invite these users and inquiring user to contact/cooperate.
It is a kind of for the method in social network environment match user that a first aspect of the present invention provides.The method comprises that processor receives one or more targets and electronic storage medium, stores described one or more target from inquiring user.The method also comprises that described processor provides one or more choice criteria to described inquiring user.The method also comprises that described processor receives the response at least one choice criteria in described one or more choice criteria, and in described electronic storage medium, stores described response.The method also comprises that described processor divides priorities based on described response to described one or more choice criteria.The method also comprises that described processor searches for one group of candidate user that will realize with described inquiring user cooperation described one or more targets based on one group of target and the choice criteria of dividing after priority on one group of social networks.The method also comprises that the possibility of described processor based on each candidate user and described one group of target and described responses match in described one group of candidate user sorts to described one group of candidate user.
It is a kind of for the system in social network environment match user that a second aspect of the present invention provides.This system comprises bus, is couple to the computer readable storage devices of described bus and is couple to the processor of described bus.This system also comprises program command, and this program command is stored in described computer readable storage devices and carries out for described processor, for receiving one or more targets from inquiring user and described one or more targets being stored in to electronic storage medium.This system also comprises program command, and this program command is stored in described computer readable storage devices and carries out for described processor, for providing one or more choice criteria to described inquiring user.This system also comprises program command, this program command is stored in described computer readable storage devices and carries out for described processor, for receiving the response of at least one choice criteria to described one or more choice criteria and described response being stored in electronic storage medium.This system also comprises program command, and this program command is stored in described computer readable storage devices and carries out for described processor, for described one or more choice criteria being divided to priority based on described response.This system also comprises program command, this program command is stored in described computer readable storage devices and carries out for described processor, searches for one group of candidate user that will realize with described inquiring user cooperation described one or more targets for the choice criteria based on arranging after one group of target and division priority on one group of social networks.This system also comprises program command, this program command is stored in described computer readable storage devices and carries out for described processor, for the possibility of the each candidate user based on described one group of candidate user and described one group of target and described responses match, described one group of candidate user is sorted.
A third aspect of the present invention has proposed a kind of for the computer program in social network environment match user.This computer program comprises computer readable storage devices.This computer program also comprises program command, and this program command is stored in described computer readable storage devices, for receiving one or more targets from inquiring user and described one or more targets being stored in to electronic storage medium.This computer program also comprises program command, and this program command is stored in described computer readable storage devices, for providing one or more choice criteria to described inquiring user.This computer program also comprises program command, this program command is stored in described computer readable storage devices, for receiving the response of at least one choice criteria to described one or more choice criteria and described response being stored in described electronic storage medium.This computer program also comprises program command, and this program command is stored in described computer readable storage devices, for described one or more choice criteria being divided to priority based on described response.This computer program also comprises program command, this program command is stored in described computer readable storage devices, searches for one group of candidate user that will realize with described inquiring user cooperation described one or more targets for the choice criteria based on after one group of target and division priority on one group of social networks.This computer program also comprises program command, this program command is stored in computer readable storage devices, for the possibility of the each candidate user based on described one group of candidate user and described one group of target and described responses match, described one group of candidate user is sorted.
A fourth aspect of the present invention has proposed a kind of for being configured for the method in the system of social network environment match user.The method comprises: computer system provides computer infrastructure, and this computer infrastructure can be used to: receive one or more targets and described one or more targets are stored in electronic storage medium from inquiring user; Provide one or more choice criteria to described inquiring user; Receive the response at least one choice criteria in described one or more choice criteria and described response is stored in described electronic storage medium; Based on described response, described one or more choice criteria are divided to priority; Choice criteria based on after one group of target and division priority is searched for one group of candidate user that will realize with inquiring user cooperation one or more targets on one group of social networks; Each candidate user based in described one group of candidate user and the possibility of described one group of target and described responses match sort to described one group of candidate user.
Brief description of the drawings
By reference to the accompanying drawings, according to the detailed description to various aspects of the present invention below, will more easily understand these and other features of the present invention, in described accompanying drawing:
Fig. 1 shows the cloud computing node according to embodiment of the present invention;
Fig. 2 shows the system schematic according to embodiment of the present invention;
Fig. 3 shows the method flow diagram according to embodiment of the present invention;
Fig. 4 shows the illustrative decision table according to embodiment of the present invention;
Fig. 5 shows the illustrative result table according to embodiment of the present invention.
Accompanying drawing is not necessarily drawn in proportion.Accompanying drawing is only schematically, is not intended to describe special parameter of the present invention.Accompanying drawing is only intended to describe general execution mode of the present invention, so should not be regarded as, scope of the present invention is made to restriction.In the accompanying drawings, similar Reference numeral represents similar element.
Embodiment
Now, will more specifically describe the execution mode for illustrating with reference to accompanying drawing at this, wherein show exemplary execution mode.But disclosed content can realize in many different modes, should not be construed and is defined in this listed illustrative embodiments.Or rather, provide these illustrative embodiments be for make disclosed content can be more thoroughly and complete, and express more fully the scope of the present disclosure to those skilled in the art.In specification, omit the details of well-known feature and technology, in order to avoid unnecessarily make the execution mode of proposition obscure unclear.
Term object used herein, just in order to describe specific execution mode, limits disclosed content and be not used in.Here singulative used " ", " one " and " described " are intended to also comprise plural form, do not comprise plural form unless context clearly illustrates that.And, use term " ", " one " etc. not to represent logarithm quantitative limitation, but represent to exist at least one project being cited.Word " group/collection " is intended to represent that quantity is at least one.It is also understood that, when using in this manual term " to comprise " and/or when " including " or " comprising " and/or " including ", it has specified the existence of described feature, region, integer, step, operation, element and/or assembly, can also have or add one or more other features, region, integer, step, operation, element, assembly and/or its cohort but do not get rid of.
Embodiments of the present invention are thought, although many social network sites can successfully couple together user and another user, but do not make user link the mechanism that realizes its common objective.Current, if user wants to use its network to complete together target, user need to browse whole contacts list, considers standard for selecting or get rid of coupling, contacts other users, confirmation of receipt, then cooperation be reached common understanding.Embodiments of the present invention think that these manual processes need a large amount of time of user, energy and training conventionally.Even, most of user always can not enter next step (, the realizing its social networks to reach its target) in network.Thereby the investment of user on social network sites may not be utilized.In addition, embodiments of the present invention also think that manual process may be also insecure, because it has embodied interim thought process, user may be easy to forget the key factor that will consider.
Embodiments of the present invention provide the method for user's coupling of carrying out based target in social network environment.In general execution mode, require the relevant series of problems of inquiring user pair and target, standard and standard priority (desirable and other users' separation " degree " and alternatively) to respond.Inquiring user can be submitted his/her response to, and then his/her response can correspondingly be resolved and divide priority (prioritized).Then determine one group of (for example, at least one) candidate user based on response search social network sites, described candidate user is the potential affiliate of inquiring user.Can among list etc., list described one group of candidate user and candidate user is classified according to the optimum Match of the response to inquiring user.Then list can be offered to inquiring user.In addition, can send and invite described user and inquiring user to contact/cooperate to described one group of candidate user.
Wherein, embodiments of the present invention obtain based on community and personal information (such as, configuration file (profile) and label) target and evaluation criteria, store described target and evaluation criteria with community and individual aspect.The method allows user directly its configuration file to be input in system, or for example, pulls/capture its profile data from other system (, social networking system).As described below, system will obtain target (for example, by filling a vacancy, select from predetermined list etc.), standard and priority (for example, by question and answer form, by selecting from preassigned list etc.) from inquiry/terminal use.The former in the situation that, system can ask that user is such as with inferior problem: what your target is? what does is your standard? selecting each standard on user to have more important? Deng.User is by provide response based on text or the input mode based on audio frequency.In addition, terminal/inquiring user can be specified the degree of extended network.According to these principles, current network is the first degree network, and network of network is the second degree network.In any case, can quantitative criteria and correspondingly arrangement standard is divided to priority by each response being weighted to operation.Based on the response of dividing after priority, can identify one group of candidate user to the label search of community, user profile and social network sites and come and inquiring user cooperation.Can be based on the user's specification weight described one group of candidate user that sorts in list, and described one group of candidate user has the mark (for example, the match-percentage of target, the standard etc. of reaction to inquiring user) to its distribution.List can be returned to inquiring user, and can comprise the reason that identifies each candidate user.After this, system can send and invite to candidate user.
Fig. 1 shows the cloud computing node according to embodiment of the present invention.Cloud computing node 10 is an example of suitable structure cloud computing node, is not intended to the use of hint to embodiments of the present invention described herein or the scope of function and does any restriction.Anyway, any function presented above can be realized and/or carry out to cloud computing node 10.
Cloud computing node 10 has computer system/server 12, and it can operation together with numerous other universal or special computing system environment or configuration.As everyone knows, be suitable for the computing system of operation together with computer system/server 12, the example of environment and/or configuration includes but not limited to: personal computer system, server computer system, thin client, thick client computer, hand-held (for example, panel computer) or laptop devices, mobile device, global positioning system (GPS), GPS function device, multicomputer system, based on the system of microprocessor, Set Top Box, programmable consumer electronics, NetPC Network PC, little type Ji calculates machine Xi Tong ﹑ large computer system and comprises the distributed cloud computing environment of above-mentioned any system or equipment, etc..
Computer system/server 12 can be described under the general linguistic context of the computer system executable structure instruction (such as program module) of being carried out by computer system.Conventionally, program module can comprise the routine, program, target program, assembly, logic, data structure etc. carrying out specific task or realize specific abstract data type.In the distributed cloud computing environment that computer system/server 12 can be executed the task at the teleprocessing equipment linking by communication network, implement.In distributed cloud computing environment, program module can be positioned on the Local or Remote computer system stores medium that comprises memory storage device.
As shown in Figure 1, the computer system/server 12 in cloud computing node 10 is with the form performance of universal computing device.The assembly of computer system/server 12 can include but not limited to: one or more processor or processing unit 16, system storage 28, different system assembly is couple to (comprising system storage 28) to the bus 18 of one or more processors 16.
Bus 18 represents one or more in any a few class bus structures, comprises memory bus or Memory Controller, peripheral bus, Accelerated Graphics Port, processor or uses any bus-structured local bus in multiple bus structures.For instance, these structures include but not limited to industry standard architecture (ISA) bus, MCA (MAC) bus, enhancement mode isa bus, VESA's (VESA) local bus and periphery component interconnection (PCI) bus.
Computer system/server 12 typically comprises various computing systems computer-readable recording medium.These media can be any obtainable media (for example, computer-readable tangible memory device) that can be accessed by computer system/server 12, comprise volatibility and non-volatile media, movably with immovable medium.
System storage 28 can comprise the computer system-readable medium of volatile memory form, for example random access memory (RAM) 30 and/or cache memory 32.Computer system/server 12 may further include that other is removable/immovable, volatile/non-volatile computer system storage medium.Only as an example, storage system 34 can immovable for reading and writing, non-volatile magnetizing mediums (Fig. 1 does not show, is commonly referred to " hard disk drive ").Although not shown in Fig. 1, can be provided for the disc driver that removable non-volatile magnetic disk (for example " floppy disk ") is read and write, and the CD drive that removable non-volatile CD (for example CD-ROM, DVD-ROM or other light medium) is read and write.In these cases, each driver can be connected with bus 18 by one or more data media interfaces.
Embodiments of the present invention can realize with computer-readable signal media, described computer-readable signal media for example can comprise, comprising the propagation data signal that has computer readable program code (, in base band or as the part of carrier wave).The signal of this propagation can adopt the arbitrary form in various ways, includes but not limited to the structure combination of electromagnetism, light or its any appropriate.Computer-readable signal media can be for not being computer-readable recording medium and can communicating by letter, propagate or transmit any computer-readable medium for the program by instruction execution system, device or equipment use or and instruction executive system, device or equipment connection.
Can carry out transmission package with the medium of any appropriate and be contained in the program code in computer-readable medium, that described medium includes but not limited to is wireless, the textural association of cable, optical cable, radio frequency (RF) etc. or its any appropriate.
In one embodiment, have on the tangible memory device of at least one computer-readable in the tangible memory device of one or more computer-readables that user's matcher/instrument 40 of one group of (at least one) program module 42 and operating system, one or more application program, other program modules can be stored in computer system/server 12, for being carried out by least one processor in one or more processors 16.In another embodiment, there is user's matcher/instrument 40 of one group of (at least one) program module 42, and operating system, one or more application programs, other program modules can be via one or more computer-readable memories (for example, RAM30 and cache memory 32) at least one computer-readable memory be stored on the tangible memory device of at least one computer-readable in the tangible memory device of one or more computer-readables of computer system/server 12, for being carried out by least one processor in one or more processors 16.Routine data can be stored in such as but not limited in the memory 28 of computer system/server 12 or the tangible memory device of any other computer-readable.
Each in operating system, one or more application program, other program module and routine data or its certain combination may comprise the realization of network environment.Program module 42 is carried out function and/or the method in embodiment described in the invention conventionally.
Computer system/server 12 also can such as, be communicated by letter with one or more external equipments 14 (keyboard, sensing equipment, display 24 etc.), also can make the devices communicating that user can be mutual with this computer system/server 12 with one or more, and/or for example, communicate by letter with any equipment (network interface card, modulator-demodulator etc.) that this computer system/server 12 can be communicated with one or more other computing equipments.This communication can be undertaken by I/O (I/O) interface 22.And computer system/server 12 can also for example, for example, by network adapter 20 and one or more network (local area network (LAN) (LAN), wide area network (WAN) and/or public network, internet) communication.As shown in the figure, network adapter 20 is by other module communication of bus 18 and computer system/server 12.Although it should be understood that not shownly, other hardware and/or software module can operate together with computer system/server 12.Its example includes but not limited to: microcode, device driver, redundant processing unit, external disk drive array, RAID system, tape drive and data backup storage system etc.
As mentioned above, embodiments of the present invention provide a kind of method of mating for carry out the user of based target at social network environment.Especially, target and the evaluation criteria based on community and personal information (such as configuration file and label) be can obtain according to the system of embodiment of the present invention, described target and evaluation criteria stored with community and individual aspect.The method allows user directly its configuration file to be input in system, or for example, pulls/capture its profile data from other system (, social networking system).As described below, system will obtain target (for example, by filling a vacancy, select from predetermined list etc.), standard and priority (for example, by question and answer form, by selecting from preassigned list etc.) from inquiry/terminal use.The former in the situation that, system can ask that user is such as with inferior problem: what your target is? what does is your standard? selecting each standard on user to have more important? Deng.User is by provide response based on text or the input mode based on audio frequency.In addition, terminal/inquiring user can be specified the degree of certain extended network.According to these principles, current network is the first degree network, and network of network is the second degree network.In any case, can quantize also correspondingly to divide priority to arrangement standard by each response being weighted to operation.Based on the response of dividing after priority, can identify one group of candidate user to the label search of community, user profile and social network sites and come and inquiring user cooperation.Can be based on the user's specification weight described one group of candidate user that sorts in list, described one group of candidate user has the mark (for example, the match-percentage of target, the standard etc. of reaction to inquiring user) to its distribution.List can be returned to inquiring user, and can comprise the reason that identifies each candidate user.After this, system can send and invite to candidate user.
With reference now to Fig. 2,, Fig. 2 shows the system diagram according to embodiment of the present invention.Should be appreciated that, instruction described herein can for example, realize in network computing environment (cloud computing environment).In Fig. 1 and 2 only for the object illustrating has shown standalone computer systems/server 12.Being taught in situation about realizing in network computing environment here, each client does not need to have engine 50.But engine 50 can be loaded in client communication (for example,, with wireless mode) and the server of the equipment protection to client is provided or has on the equipment of server capability.In any case, just as described herein, in computer system/server 12, shown user's matching engine (engine 50).In general, engine 50 may be embodied as the user's matcher/instrument 40 in the computer system 12 of Fig. 1 and can realize function described herein.
According to these principles, engine 50 can be carried out the multiple functions similar to all-purpose computer.Except other functions, engine 50 is all right: the one group of social networks 62A-N belonging to from inquiring user 56 and/or inquiring user 56 receives the configuration file of inquiring user 56, and by configuration file stores in electronic storage medium 52; Receive one or more targets from inquiring user 56, and described one or more targets are stored in electronic storage medium 52; Provide one or more choice criteria to inquiring user 52; Receive the response at least one choice criteria in one or more choice criteria, and response is stored in electronic storage medium 52; Receive desirable social networks separating degree (for example, the separating degree of one group of candidate user 64A-N and inquiring user 56 and/or one group of social networks 62A-N separating degree each other as a whole); Based on response, one or more choice criteria are relative to each other weighted and/or divide priority; Choice criteria and/or desirable separating degree based on after one group of target, division priority are searched for one group of candidate user 64A-N that will cooperate with inquiring user 56 on one group of social networks 62A-N via communication network 66; The possibility that each candidate user based in described one group of candidate user 64A-N is mated described one group of target and response sorts to one group of candidate user 64A-N among (for the object illustrating is shown as output) such as lists 58; Send list 58 to inquiring user 56; Sending a combination does to invite 60A-N (in order to illustrate that object is shown as output) to do to invite the transmission (with the reception of by associated user, cooperation being invited 60A-N) of 60A-N that at least one candidate user in inquiring user 56 and described one group of candidate user 64A-N is connected to one group of candidate user 64A-N and/or in response to a combination.
illustrated examples
With reference now to Fig. 3,, Fig. 3 shows the method flow diagram according to embodiment of the present invention.Be appreciated that in this flow process, suppose that user's login has entered in the secured session of system of the engine 50 that comprises Fig. 2.
In step S1, engine 50 is inquired user's target.Alternatively, can from other system, extract target (for example, extracting individual business commission from business system).In step S2, user provides target (for example, " submission patent " or " participating in DB2 meeting ") and indicates this target is professional target or individual goal, and engine 50 receiving targets and instruction.In step S3, engine 50 is inquired the desirable social networks separating degree of user and potential partner's choice criteria (for example, speciality, experience, company etc.).In step S4, user provides desirable social networks separating degree and the answer to choice criteria etc. (here, user can skip arbitrary standards alternatively), and engine 50 receives desirable social networks separating degree and the answer to choice criteria.Step 1 can repeat arbitrarily repeatedly as required to 4.User can return at any time and revise answer before submitting search to.In this case, in step S5, user divides priority with total weight of 100 to the last list of choice criteria.User also can make any standard become absolute condition (for example, candidate must meet this standard).Interchangeable, user can skip and divide the step of priority, and all standards are all thought to be equal to.In step S6, engine 50 resolves to user version word or phrase and carries out search for the configuration file and the label that are stored in social network sites.In step S7, the candidate that engine 50 finds searching period based on user's specification weight flocks together and sorts, and distributes mark or the percentage of coupling possibility to each candidate.In step S8, engine 50 returns to the sorted lists of candidate, and can also list the reason that these candidates are selected and sort.In step S9, engine 50 can representative of consumer send cooperation invitation to candidate alternatively.
As an embodiment, suppose that user wishes to find some to deliver the partner of compound article.User signs in in the system that comprises engine 50, and engine 50 inquires what target is.The answer of supposing user is that " publishing an article " is its professional target.Based on the preassigned relevant to professional target, then engine 50 can inquire that this user of user wants search to be limited in what kind of social networks separating degree.The answer of supposing user is the second degree (user's network of network).Then engine 50 will inquire this user of user needs candidate to have what speciality, and answer is " chemistry ".Then this standard is identified as absolute standard by user.Afterwards, engine 50 needs candidate to have what experience this user of inquiry user, and answer is " publishing an article ".Then engine 50 can inquire user whether have other standards he/her thinks very important.Suppose that user indicates him/her to wish to work in company " A " with partner.
Once select all standards, suppose that user divides priority to standard, given the weight of experience 60, and company there is 40 weight.The user profile that engine 50 will store up Installed System Memory and label and the external data of storing in social network sites are searched for.
Fig. 4 shows the illustrative decision table according to embodiment of the present invention.The sample decision table 60 of Fig. 4 has shown that how engine 50 will search for and assess weight by information.Especially, decision table 60 comprises with following: " user profile parameter and label ", " priority weight " and " on individual and community's label, searching for ".And, the row for " target ", " speciality ", " experience ", " company " and " total weight " are also provided.As shown in the figure, " speciality " is listed as absolute condition, and the weight of " experience " is 60, and the weight of " company " is 40 (" total weight " is 100).And target is listed as " publishing an article ".Based on this target and standard, engine 50 uses the keyword of " chemistry ", " publishing an article " and " A of company " to search for.
Fig. 5 shows the illustrative result table according to embodiment of the present invention.Use after the keyword of " chemistry ", " publishing an article " and " A of company " searches at engine 50, engine 50 will arrange the results list of returning the possibility based on coupling and return the candidate list of tape sort based on priority weighting.Table 70 shows the example of this output.For example, engine 50 has returned to two users from search.Engine 50 by Qiao be listed in Mary before, even because two people's specialities be all chemistry and deliver experience, but Qiao company " A " work, and Mary works in company " B ".As shown in the figure, to have given tall and Mary two people for " experience " be all 100 weight to engine 50.But for " company ", engine 50 has been given tall 100 weight, and engine 50 has been given Mary 0 weight.Thereby it is 200 that engine 50 calculates tall total weight, and engine 50 to calculate total weight of Mary be 100.This causes engine 50 is that the tall total score of calculating is 200/200, or 100%, and be that the total score that Mary calculates is 100/200, or 50%.
Although in this demonstration with described user's matching system of based target, be appreciated that the present invention also provides various interchangeable execution modes.For example, in one embodiment, the invention provides the computer-readable/usable medium that comprises computer program code, described computer program code is for making computer infrastructure that user's matching feature of based target described herein is provided.For this reason, computer-readable/usable medium comprises the program code of implementing each process in each process of the present invention.Be appreciated that term computer-readable medium or computer usable medium comprise the physical embodiments of the program code of one or more any types.Especially, computer-readable/usable medium can comprise and (is for example included in one or more portable structure storage products, CD, disk, tape etc.) upper, divide the program code of (for example, such as memory 28 (Fig. 1) and/or storage system 34 (Fig. 1) (, hard disk, read-only memory, random access memory, high-speed cache etc.)) in one or more data store of computing equipment.
In another embodiment, the invention provides a kind of method of carrying out process of the present invention on subscription, advertisement and/or paying basis.Namely, can bid to provide user's matching feature of based target such as the service provider of solution integrator.In this case, service provider can create, keeps, support such as the computer infrastructure etc. of carrying out the computer system 12 (Fig. 1) of process of the present invention for one or more clients.In return, in subscription and/or fee agreements situation, service provider can charge from client, and/or service provider can be from charging to one or more third party's sale advertising contents.
In another execution mode again, invention provides the method for carrying out for the computer of user's coupling of based target.In this case, computer infrastructure such as computer system 12 (Fig. 1) can be provided, and can obtain (for example, establishment, purchase, use, amendment etc.) for carrying out one or more systems of process of the present invention and being configured to computer infrastructure.For this reason, the configuration of system can comprise following one or more: (1) on the computing equipment such as computer system 12 (Fig. 1) from computer-readable medium installation procedure code; (2) add one or more computing equipments to computer infrastructure; And one or more existing systems of (3) merging and/or amendment computer infrastructure, so that computer infrastructure is carried out process of the present invention.
Be appreciated that, terminology used here " program code " and " computer program code " are synonyms, represent with any language, code or symbol any expression-form to one group of instruction, described one group of instruction is intended to make the computing equipment with information processing capability directly or below after one or two step, to carry out specific function: (a) convert other language, code or symbol to; And/or (b) with different material forms reproductions.For this reason, program code can show as following one or more: application/software program, component software/function storehouse, operating system, for basic equipment system/driver of particular computing device etc.
Can be provided for the structure of the applicable data handling system of storage and/or executive program code below, this structure can comprise at least one processor to memory component by the direct or indirect coupled in communication of system bus.This memory component can include but not limited at the local storage, the mass storage that use between actual executive program code period and provide the temporary transient storage of at least some program codes is obtained to the cache memory of the necessary number of times of code from mass storage to reduce the term of execution.I/O and/or other external equipments (including but not limited to keyboard, display, pointing device etc.) can directly or by intermediate equipment controller be couple to system.
Also can couple network adapter to system, couple with other data handling systems, remote printer, memory device etc. so that data handling system becomes any combination of or public network privately owned by centre.The network adapter illustrating includes but not limited to modulator-demodulator, cable modem and Ethernet card.
Above-mentioned description is to various aspects of the present invention the object in order to illustrate and describe and providing.But foregoing description be not limit or for the present invention being defined as to described precise forms, obviously, can make many amendments and conversion.This amendment and conversion are to be obviously included in the scope of the present invention that claims limit to those skilled in the art.

Claims (22)

1. for the method in social network environment match user, the method comprises:
Processor receives one or more targets and electronic storage medium, stores described one or more target from inquiring user;
Described processor provides one or more choice criteria to described inquiring user;
Described processor receives the response at least one choice criteria in described one or more choice criteria, and in described electronic storage medium, stores described response;
Described processor is divided priority based on described response to described one or more choice criteria;
Described processor is searched for one group of candidate user that will realize with described inquiring user cooperation described one or more targets based on one group of target and the choice criteria of dividing after priority on one group of social networks; And,
The possibility of described processor based on each candidate user and described one group of target and described responses match in described one group of candidate user sorts to described one group of candidate user.
2. method according to claim 1, the method also comprises that described processor receives the desirable social networks separating degree of described one group of candidate user from described inquiring user.
3. method according to claim 2, the method also comprises that described processor identifies described one group of social networks based on desirable degree.
4. method according to claim 1, described division priority comprises one or more choice criteria is weighted relative to each other.
5. method according to claim 1, the method also comprises that described processor sends the list of the described one group of candidate user of identification to described inquiring user.
6. method according to claim 1, the method also comprises that sending cooperation at least one candidate user in described one group of candidate user invites.
7. method according to claim 6, the method also comprises that the transmission that described processor is done in response to a combination to invite connects described inquiring user and described at least one candidate user.
8. for the system in social network environment match user, this system comprises:
Bus;
Be couple to the computer readable storage devices of described bus;
Be couple to the processor of described bus;
Program command, this program command is stored in described computer readable storage devices and carries out for described processor, for receiving one or more targets from inquiring user and described one or more targets being stored in to electronic storage medium;
Program command, this program command is stored in described computer readable storage devices and carries out for described processor, for providing one or more choice criteria to described inquiring user;
Program command, this program command is stored in described computer readable storage devices and carries out for described processor, for receiving the response of at least one choice criteria to described one or more choice criteria and described response being stored in electronic storage medium;
Program command, this program command is stored in described computer readable storage devices and carries out for described processor, for described one or more choice criteria being divided to priority based on described response;
Program command, this program command is stored in described computer readable storage devices and carries out for described processor, searches for one group of candidate user that will realize with described inquiring user cooperation described one or more targets for the choice criteria based on after one group of target and division priority on one group of social networks; And
Program command, this program command is stored in described computer readable storage devices and carries out for described processor, for the possibility of the each candidate user based on described one group of candidate user and described one group of target and described responses match, described one group of candidate user is sorted.
9. system according to claim 8, this system also comprises program command, this program command is stored in described computer readable storage devices and carries out for described processor, for receive the desirable social networks separating degree of described one group of candidate user from described inquiring user.
10. system according to claim 9, this system also comprises program command, this program command is stored in described computer readable storage devices and carries out for described processor, for identify described one group of social networks based on desirable degree.
11. systems according to claim 8, this system also comprises program command, this program command is stored in described computer readable storage devices and carries out for described processor, for described one or more choice criteria are weighted relative to each other.
12. systems according to claim 8, this system also comprises program command, this program command is stored in described computer readable storage devices and carries out for described processor, for send the list of the described one group of candidate user of identification to described inquiring user.
13. systems according to claim 8, this system also comprises program command, this program command is stored in described computer readable storage devices and carries out for described processor, invites for sending cooperation at least one candidate user of described one group of candidate user.
14. systems according to claim 13, this system also comprises program command, this program command is stored in described computer readable storage devices and carries out for described processor, for the transmission of doing to invite in response to a combination, described inquiring user and described at least one candidate user is connected.
15. 1 kinds for the computer program in social network environment match user, and this computer program comprises:
Computer readable storage devices;
Program command, this program command is stored in described computer readable storage devices, for receiving one or more targets from inquiring user and described one or more targets being stored in to electronic storage medium;
Program command, this program command is stored in described computer readable storage devices, for providing one or more choice criteria to described inquiring user;
Program command, this program command is stored in described computer readable storage devices, for receiving the response of at least one choice criteria to described one or more choice criteria and described response being stored in described electronic storage medium;
Program command, this program command is stored in described computer readable storage devices, for described one or more choice criteria being divided to priority based on described response;
Program command, this program command is stored in described computer readable storage devices, searches for one group of candidate user that will realize with described inquiring user cooperation described one or more targets for the choice criteria based on after one group of target and division priority on one group of social networks; And,
Program command, this program command is stored in computer readable storage devices, for the possibility of the each candidate user based on described one group of candidate user and described one group of target and described responses match, described one group of candidate user is sorted.
16. computer programs according to claim 15, this computer program also comprises program command, this program command is stored in described computer readable storage devices, for receive the desirable social networks separating degree of described one group of candidate user from described inquiring user.
17. computer programs according to claim 15, this computer program also comprises program command, this program command is stored in described computer readable storage devices, for identify described one group of social networks based on desirable degree.
18. computer programs according to claim 15, this computer program also comprises program command, this program command is stored in described computer readable storage devices, for described one or more choice criteria are weighted relative to each other.
19. computer programs according to claim 15, this computer program also comprises program command, this program command is stored in described computer readable storage devices, for send the list of the described one group of candidate user of identification to described inquiring user.
20. computer programs according to claim 15, this computer program also comprises program command, this program command is stored in described computer readable storage devices, invites for sending cooperation at least one candidate user of described one group of candidate user.
21. computer programs according to claim 20, this computer program also comprises program command, this program command is stored in described computer readable storage devices, for the transmission of doing to invite in response to a combination, described inquiring user and described at least one candidate user is connected.
22. 1 kinds for being configured for the method in the system of social network environment match user, and the method comprises:
Computer system provides computer infrastructure, and this computer infrastructure can be used to:
Receive one or more targets and described one or more targets are stored in electronic storage medium from inquiring user;
Provide one or more choice criteria to described inquiring user;
Receive the response at least one choice criteria in described one or more choice criteria and described response is stored in described electronic storage medium;
Based on described response, described one or more choice criteria are divided to priority;
Choice criteria based on after one group of target and division priority is searched for one group of candidate user that will realize with inquiring user cooperation described one or more targets on one group of social networks; And
Each candidate user based in described one group of candidate user and the possibility of described one group of target and described responses match sort to described one group of candidate user.
CN201280066043.9A 2012-01-05 2012-12-21 Match method, system and the computer readable storage devices of user Active CN104170316B (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US13/344,042 US9298826B2 (en) 2012-01-05 2012-01-05 Goal-oriented user matching among social networking environments
US13/344,042 2012-01-05
PCT/CA2012/050933 WO2013102262A1 (en) 2012-01-05 2012-12-21 Goal-oriented user matching among social networking environments

Publications (2)

Publication Number Publication Date
CN104170316A true CN104170316A (en) 2014-11-26
CN104170316B CN104170316B (en) 2018-01-23

Family

ID=48744676

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201280066043.9A Active CN104170316B (en) 2012-01-05 2012-12-21 Match method, system and the computer readable storage devices of user

Country Status (3)

Country Link
US (3) US9298826B2 (en)
CN (1) CN104170316B (en)
WO (1) WO2013102262A1 (en)

Cited By (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2018223880A1 (en) * 2017-06-08 2018-12-13 Beijing Didi Infinity Technology And Development Co., Ltd. Systems and methods for information processing
CN109074385A (en) * 2016-02-29 2018-12-21 微软技术许可有限责任公司 Hybrid connections recommend stream
CN109074484A (en) * 2016-03-02 2018-12-21 蒂诺克股份有限公司 System and method for efficient face recognition
CN113261022A (en) * 2018-10-30 2021-08-13 Ami控股有限公司 Computer-implemented communication of social media applications
CN114127753A (en) * 2019-02-14 2022-03-01 奥恩全球运营欧洲股份公司新加坡分公司 System and method for identification of peer entities
US11263418B2 (en) 2018-08-21 2022-03-01 Tinoq Inc. Systems and methods for member facial recognition based on context information
US11373441B2 (en) 2018-10-30 2022-06-28 AMI Holdings Limited Apparatus and method for coordinating the matching and initial communications between individuals in a dating application
US11895065B2 (en) 2018-10-30 2024-02-06 AMI Holdings Limited Apparatus and method for matching individuals during an ephemeral time period based upon voting and matching criteria

Families Citing this family (22)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9298826B2 (en) 2012-01-05 2016-03-29 International Business Machines Corporation Goal-oriented user matching among social networking environments
US9705967B2 (en) * 2012-10-04 2017-07-11 Box, Inc. Corporate user discovery and identification of recommended collaborators in a cloud platform
CA2900253A1 (en) 2013-02-06 2014-08-14 Wespeke, Inc. Matching users of a network based on profile data
US20150032508A1 (en) * 2013-07-29 2015-01-29 International Business Machines Corporation Systems And Methods For Probing Customers And Making Offers In An Interactive Setting
WO2015054291A1 (en) 2013-10-09 2015-04-16 Mobile Technology Corporation, LLC Systems and methods for using spatial and temporal analysis to associate data sources with mobile devices
US11392987B2 (en) 2013-10-09 2022-07-19 Mobile Technology Corporation Systems and methods for using spatial and temporal analysis to associate data sources with mobile devices
US20150126227A1 (en) * 2013-11-04 2015-05-07 Michael F. Hoffman Zone-based social media
US10467303B1 (en) * 2013-12-23 2019-11-05 Massachusetts Mutual Life Insurance Company Methods and systems for identifying high value targets using social media activity
US20150242501A1 (en) * 2014-02-21 2015-08-27 Streetlights LLC Social network address book
US9871834B2 (en) 2014-12-04 2018-01-16 International Business Machines Corporation Goal-based connection management between parties
EP3076348A1 (en) * 2015-03-31 2016-10-05 Tata Consultancy Services Limited System and method for candidate profile screening
US9787489B2 (en) * 2015-06-01 2017-10-10 Linkedin Corporation Identifying an ideal user network
US10440133B2 (en) * 2015-06-01 2019-10-08 Microsoft Technology Licensing, Llc Inferring a social connection
US10169733B2 (en) * 2015-10-28 2019-01-01 International Business Machines Corporation Utilizing social performance patterns to manage and evaluate performance of user
US10574712B2 (en) 2016-02-19 2020-02-25 International Business Machines Corporation Provisioning conference rooms
US10580091B2 (en) * 2016-04-28 2020-03-03 Sanjay Varma Systems and methods for dynamically identifying and presenting matching user profiles to a user
TWI692958B (en) * 2016-07-15 2020-05-01 王逸塵 Two-way information exchange method for intelligent communication device and system using the method
US11282119B1 (en) 2017-03-17 2022-03-22 Wells Fargo Bank, N.A. System, computer-readable storage media, and method for collaborative financial transactions to increase consumer buying power
US10867128B2 (en) * 2017-09-12 2020-12-15 Microsoft Technology Licensing, Llc Intelligently updating a collaboration site or template
US10742500B2 (en) * 2017-09-20 2020-08-11 Microsoft Technology Licensing, Llc Iteratively updating a collaboration site or template
US10687174B1 (en) 2019-09-25 2020-06-16 Mobile Technology, LLC Systems and methods for using spatial and temporal analysis to associate data sources with mobile devices
CN114514547A (en) * 2019-09-25 2022-05-17 莫柏尔技术公司 System and method for associating data sources with mobile devices using spatial and temporal analysis

Citations (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020032723A1 (en) * 2000-05-22 2002-03-14 Rani Johnson System and method for network-based automation of advice and selection of objects
US20070226248A1 (en) * 2006-03-21 2007-09-27 Timothy Paul Darr Social network aware pattern detection
CN101055580A (en) * 2006-04-13 2007-10-17 Lg电子株式会社 System, method and user interface for retrieving documents
US20070282621A1 (en) * 2006-06-01 2007-12-06 Flipt, Inc Mobile dating system incorporating user location information
CN101097573A (en) * 2006-06-28 2008-01-02 腾讯科技(深圳)有限公司 Automatically request-answering system and method
EP1898317A1 (en) * 2006-09-05 2008-03-12 Siemens Aktiengesellschaft Method and apparatus for automatically ranking of nodes within a relationship network
CN101158971A (en) * 2007-11-15 2008-04-09 深圳市迅雷网络技术有限公司 Search result ordering method and device based on search engine
CN101553816A (en) * 2006-11-20 2009-10-07 株式会社爱可信 Information display device, information display program and information display system
CN101661469A (en) * 2008-09-09 2010-03-03 山东科技大学 System and method for indexing and retrieving keywords of academic documents
CN101727535A (en) * 2008-10-30 2010-06-09 北大方正集团有限公司 Cross indexing method for patients crossing system and system thereof
CN101939745A (en) * 2008-02-13 2011-01-05 雅虎公司 Social network search
CN101960444A (en) * 2008-02-27 2011-01-26 雅虎公司 Event communication platform for mobile device users
US20110082883A1 (en) * 2009-10-01 2011-04-07 International Business Machines Corporation Intelligent event-based data mining of unstructured information
CN102075573A (en) * 2011-01-07 2011-05-25 北京邮电大学 Method and system for automatically recommending learning partner in distance education social network service (ESNS)
CN102088419A (en) * 2009-12-07 2011-06-08 倪加元 Method and system for searching information of good friends in social network
US20120124176A1 (en) * 2010-11-11 2012-05-17 Teaneck Enterprises, Llc Automatic check-ins and status updates

Family Cites Families (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5963951A (en) 1997-06-30 1999-10-05 Movo Media, Inc. Computerized on-line dating service for searching and matching people
US7725525B2 (en) 2000-05-09 2010-05-25 James Duncan Work Method and apparatus for internet-based human network brokering
US8090602B2 (en) 2003-06-15 2012-01-03 Mordechai Teicher Method and apparatus for leisure and entertainment merchandising
US7069308B2 (en) * 2003-06-16 2006-06-27 Friendster, Inc. System, method and apparatus for connecting users in an online computer system based on their relationships within social networks
US7720791B2 (en) 2005-05-23 2010-05-18 Yahoo! Inc. Intelligent job matching system and method including preference ranking
US7657523B2 (en) 2006-03-09 2010-02-02 Customerforce.Com Ranking search results presented to on-line users as a function of perspectives of relationships trusted by the users
US20080195600A1 (en) 2006-05-25 2008-08-14 Deakter Daniel R Efficient method and process to search structured and unstructured patient data to match patients to clinical drug/device trials
US8315953B1 (en) 2008-12-18 2012-11-20 Andrew S Hansen Activity-based place-of-interest database
US10748119B2 (en) 2010-02-01 2020-08-18 Microsoft Technology Licensing, Llc Social network search
US8983210B2 (en) 2010-03-01 2015-03-17 Microsoft Corporation Social network system and method for identifying cluster image matches
US20110302097A1 (en) 2010-06-04 2011-12-08 Microsoft Corporation Behavior-based networks
US8560678B2 (en) 2010-12-22 2013-10-15 Facebook, Inc. Providing relevant notifications based on common interests between friends in a social networking system
US20120239494A1 (en) * 2011-03-14 2012-09-20 Bo Hu Pricing deals for a user based on social information
US9298826B2 (en) 2012-01-05 2016-03-29 International Business Machines Corporation Goal-oriented user matching among social networking environments

Patent Citations (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020032723A1 (en) * 2000-05-22 2002-03-14 Rani Johnson System and method for network-based automation of advice and selection of objects
US20070226248A1 (en) * 2006-03-21 2007-09-27 Timothy Paul Darr Social network aware pattern detection
CN101055580A (en) * 2006-04-13 2007-10-17 Lg电子株式会社 System, method and user interface for retrieving documents
US20070282621A1 (en) * 2006-06-01 2007-12-06 Flipt, Inc Mobile dating system incorporating user location information
CN101097573A (en) * 2006-06-28 2008-01-02 腾讯科技(深圳)有限公司 Automatically request-answering system and method
EP1898317A1 (en) * 2006-09-05 2008-03-12 Siemens Aktiengesellschaft Method and apparatus for automatically ranking of nodes within a relationship network
CN101553816A (en) * 2006-11-20 2009-10-07 株式会社爱可信 Information display device, information display program and information display system
CN101158971A (en) * 2007-11-15 2008-04-09 深圳市迅雷网络技术有限公司 Search result ordering method and device based on search engine
CN101939745A (en) * 2008-02-13 2011-01-05 雅虎公司 Social network search
CN101960444A (en) * 2008-02-27 2011-01-26 雅虎公司 Event communication platform for mobile device users
CN101661469A (en) * 2008-09-09 2010-03-03 山东科技大学 System and method for indexing and retrieving keywords of academic documents
CN101727535A (en) * 2008-10-30 2010-06-09 北大方正集团有限公司 Cross indexing method for patients crossing system and system thereof
US20110082883A1 (en) * 2009-10-01 2011-04-07 International Business Machines Corporation Intelligent event-based data mining of unstructured information
CN102088419A (en) * 2009-12-07 2011-06-08 倪加元 Method and system for searching information of good friends in social network
US20120124176A1 (en) * 2010-11-11 2012-05-17 Teaneck Enterprises, Llc Automatic check-ins and status updates
CN102075573A (en) * 2011-01-07 2011-05-25 北京邮电大学 Method and system for automatically recommending learning partner in distance education social network service (ESNS)

Cited By (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109074385A (en) * 2016-02-29 2018-12-21 微软技术许可有限责任公司 Hybrid connections recommend stream
CN109074484A (en) * 2016-03-02 2018-12-21 蒂诺克股份有限公司 System and method for efficient face recognition
CN109074484B (en) * 2016-03-02 2022-03-01 蒂诺克股份有限公司 System and method for efficient face recognition
WO2018223880A1 (en) * 2017-06-08 2018-12-13 Beijing Didi Infinity Technology And Development Co., Ltd. Systems and methods for information processing
US11263418B2 (en) 2018-08-21 2022-03-01 Tinoq Inc. Systems and methods for member facial recognition based on context information
CN113261022A (en) * 2018-10-30 2021-08-13 Ami控股有限公司 Computer-implemented communication of social media applications
US11373441B2 (en) 2018-10-30 2022-06-28 AMI Holdings Limited Apparatus and method for coordinating the matching and initial communications between individuals in a dating application
US11895065B2 (en) 2018-10-30 2024-02-06 AMI Holdings Limited Apparatus and method for matching individuals during an ephemeral time period based upon voting and matching criteria
CN114127753A (en) * 2019-02-14 2022-03-01 奥恩全球运营欧洲股份公司新加坡分公司 System and method for identification of peer entities
CN114127753B (en) * 2019-02-14 2022-12-20 奥恩全球运营欧洲股份公司新加坡分公司 System and method for identification of peer entities

Also Published As

Publication number Publication date
US20160162495A1 (en) 2016-06-09
US10268653B2 (en) 2019-04-23
US20170161394A1 (en) 2017-06-08
CN104170316B (en) 2018-01-23
US20130179438A1 (en) 2013-07-11
US9298826B2 (en) 2016-03-29
US9633086B2 (en) 2017-04-25
WO2013102262A1 (en) 2013-07-11

Similar Documents

Publication Publication Date Title
CN104170316A (en) Goal-oriented user matching among social networking environments
US10242093B2 (en) Method and system for performing a probabilistic topic analysis of search queries for a customer support system
CN109522483B (en) Method and device for pushing information
US20130282595A1 (en) Method and apparatus for optimizing web and mobile self-serve apps
CN105229693A (en) Education Center
KR102369876B1 (en) Apparatus and Method for Providing Business Interactive Service based on AI
US11158012B1 (en) Customizing a data discovery user interface based on artificial intelligence
US20140019295A1 (en) Automated Technique For Generating Recommendations Of Potential Supplier Candidates
EP4134900A2 (en) Method and apparatus for recommending content, method and apparatus for training ranking model, device, and storage medium
US20220121668A1 (en) Method for recommending document, electronic device and storage medium
CN114329244A (en) Map interest point query method, map interest point query device, map interest point query equipment, storage medium and program product
Paliwal et al. Impact of artificial intelligence and machine learning on business operations
KR101607919B1 (en) Method, system and recording medium for providing search function and search result on messenger
Gross et al. Generations of business information, 1937–2012: moving from data bits to intelligence
US20220383125A1 (en) Machine learning aided automatic taxonomy for marketing automation and customer relationship management systems
US11568137B2 (en) Mapping text content feedback to a process via a synonym graph
KR20090049464A (en) System for acquiring and providing wisdom using real time feedback information from wisdom sharers connected via online and the method therefor
KR20230056420A (en) System and Method for Providing Electronic Contract Service Mediation based on AI
CN114282908A (en) Evaluation data processing method, apparatus, device, medium, and program product
KR102058960B1 (en) Method and apparatus for collecting user data
CN112104571A (en) Service distribution method, device, computer equipment and computer storage medium
CN112131484A (en) Multi-person session establishing method, device, equipment and storage medium
CN116204619A (en) Query template construction method, information query method, virtual dialogue method and device
Elmobark et al. BlueEdge: Application Design for Big Data Cleaning Processing using Mobile Edge Computing Environments.
Ganzhorn et al. Bridging the Information Gap: For Small and Medium Enterprises

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant